Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 1.0000000 1.0000000 0.8784003
bt 0.9458141 0.8273663 0.3379231
maxnet 0.9342909 0.7543681 NA
gam 0.9573373 0.7516883 0.6087376
glm 0.9318255 0.7415050 0.4023094

Variable Importance

Partial Dependence